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Abstract

This study investigates the impact of Indonesia’s Capital Conservation Buffer (CCB) release on loan growth during the COVID-19 recession. Using a Difference-in-Differences (DiD) approach and bank-level data from 2019:Q1 to 2022:Q2, it analyzes how regulatory capital relief affected lending. The results indicate that the regulation was an effective countercyclical tool to increase loan growth, particularly among less-capitalized banks. The research contributes to the limited empirical evidence on capital buffer policies in emerging markets by examining the effectiveness of temporary capital relief in crisis contexts. We suggest future research on the buffer reimposition and exploring its implications for post-crisis lending behavior.

References

[1] Abad, J., & García Pascual, A. I. (2022). Usability of bank capital buffers: The role of market expectations. IMF Working Papers, WP/22/21. International Monetary Fund. doi: https://doi.org/10.5089/9781616358938.001.

[2] Alatas, V., Banerjee, A., Hanna, R., Olken, B. A., & Tobias, J. (2012). Targeting the poor: evidence from a field experiment in Indonesia. American Economic Review, 102(4), 1206-1240. doi: 10.1257/aer.102.4.1206. 

[3] Angrist, J. D., & Pischke, J. S. (2009). Mostly harmless econometrics: An empiricist’s companion. Princeton University Press.

[4] Austin, P. C. (2011). An introduction to propensity score methods for reducing the effects of confounding in observational studies. Multivariate Behavioral Research, 46(3), 399-424. doi: https://doi.org/10.1080/00273171.2011.568786.

[5] BCBS. (2020, March 20). Basel Committee coordinates policy and supervisory response to Covid-19. Press release. Basel Committee on Banking Supervision (BCBS) Bank for International Settlements. Accessed 22 March 2024 from https://www.bis.org/press/p200320.htm.

[6] Berrospide, J. M.,&Edge, R. M. (2019). The effects of bank capital buffers on bank lending and firm activity: What can we learn from five years of stress-test results?. Finance and Economics Discussion Series (FEDS), 2019-050. Federal Reserve. doi: https://doi.org/10.17016/FEDS.2019.050.

[7] Brei, M., & Schclarek, A. (2013). Public bank lending in times of crisis. Journal of Financial Stability, 9(4), 820-830. doi: https://doi.org/10.1016/j.jfs.2013.01.002.

[8] Brunnermeier, M. K., Garicano, L., Lane, P. R., Pagano, M., Reis, R., Santos, T., ...& Vayanos, D. (2016). The sovereign bank diabolic loop and ESBies. American Economic Review, 106(5), 508-512. doi: 10.1257/aer.p20161107.

[9] Carlson, M., Shan, H., & Warusawitharana, M. (2013). Capital ratios and bank lending: A matched bank approach. Journal of Financial Intermediation, 22(4), 663-687. doi: https://doi.org/10.1016/j.jfi.2013.06.003.

[10] Catalán, M., Hoffmaister, A. W., & Harun, C. A. (2020). Bank capital and lending: Evidence of nonlinearity from Indonesia. Journal of Asian Economics, 68, 101199. doi: https://doi.org/10.1016/j.asieco.2020.101199.

[11] Célérier, C., Kick, T. K., & Ongena, S. (2017). Changes in the cost of bank equity and the supply of bank credit. CEPR Discussion Paper, DP12172. Centre for Economic Policy Research. CEPR Press. Accessed 22 March 2024 from https://cepr.org/publications/dp12172.

[12] Dasih, K. (2021). Bank capital dan credit crunch: Apakah modal memainkan peran dalam credit crunch di era pandemi?. Video presentasi Juara 3 Lomba Karya Ilmiah Stabilitas Sistem Keuangan (LKISSK). Bank Indonesia. Accessed 25 October 2023 from https://www.youtube.com/watch?v=-hmti6pS53Y.

[13] De Jonghe, O., Dewachter, H., & Ongena, S. (2020). Bank capital (requirements) and credit supply: Evidence from pillar 2 decisions. Journal of Corporate Finance, 60, 101518. doi: https://doi.org/10.1016/j.jcorpfin.2019.101518.

[14] De Marco, F., Kneer, C., & Wieladek, T. (2021). The real effects of capital requirements and monetary policy: Evidence from the United Kingdom. Journal of Banking & Finance, 133, 106237. doi: https://doi.org/10.1016/j.jbankfin.2021.106237.

[15] Dursun-de Neef, H. Ö., Schandlbauer, A., & Wittig, C. (2023). Countercyclical capital buffers and credit supply: evidence from the COVID-19 crisis. Journal of Banking & Finance, 154, 106930. doi: https://doi.org/10.1016/j.jbankfin.2023.106930.

[16] Eggers, A. C., Tuñón, G., & Dafoe, A. (2024). Placebo tests for causal inference. American Journal of Political Science, 68(3), 1106-1121. doi: https://doi.org/10.1111/ajps.12818.

[17] Engler, P., Pouokam, N., Rodriguez Guzman, D., & Yakadina, I. V. (2020). The great lockdown: International risk sharing through trade and policy coordination. IMF Working Paper, WP/20/242. International Monetary Fund. doi: https://doi.org/10.5089/9781513560182.001.

[18] Farhi, E., Tirole, J. (2018). Deadly embrace: Sovereign and financial balance sheets doom loops. The Review of Economic Studies, 85(3), 1781-1823. doi: https://doi.org/10.1093/restud/rdx059.

[19] Fraisse, H., Lé, M., & Thesmar, D. (2020). The real effects of bank capital requirements. Management Science, 66(1), 5-23. doi: https://doi.org/10.1287/mnsc.2018.3222.

[20] Gropp, R., Mosk, T., Ongena, S., & Wix, C. (2019). Banks response to higher capital requirements: Evidence from a quasi-natural experiment. The Review of Financial Studies, 32(1), 266-299. doi: https://doi.org/10.1093/rfs/hhy052.

[21] Gultom, Y. M. (2019). Governance structures and efficiency in the US electricity sector after the market restructuring and deregulation. Energy Policy, 129, 1008-1019. doi: https://doi.org/10.1016/j.enpol.2019.02.005.

[22] Hartono, D., & Maharani, J. (2021). The impact of biogas utilization on poverty in Indonesia. Jurnal Perencanaan Pembangunan: The Indonesian Journal of Development Planning, 5(2), 230-249. doi: https://doi.org/10.36574/jpp.v5i2.201.

[23] Jiménez, G., Ongena, S., Peydró, J. L., & Saurina, J. (2017). Macroprudential policy, countercyclical bank capital buffers, and credit supply: Evidence from the Spanish dynamic provisioning experiments. Journal of Political Economy, 125(6), 2126-2177. doi: https://doi.org/10.1086/694289.

[24] Kim, D., & Sohn, W. (2017). The effect of bank capital on lending: Does liquidity matter?. Journal of Banking & Finance, 77, 95-107. doi: https://doi.org/10.1016/j.jbankfin.2017.01.011.

[25] Kishan, R. P., & Opiela, T. P. (2000). Bank size, bank capital, and the bank lending channel. Journal of Money, Credit and Banking, 32(1), 121-141.

[26] Li, L., Strahan, P. E., & Zhang, S. (2020). Banks as lenders of first resort: Evidence from the COVID-19 crisis. The Review of Corporate Finance Studies, 9(3), 472-500. doi: https://doi.org/10.1093/rcfs/cfaa009. 

[27] Lucas, A. M., & Mbiti, I. M. (2012). Access, sorting, and achievement: The short-run effects of free primary education in Kenya. American Economic Journal: Applied Economics, 4(4), 226-253. doi: 10.1257/app.4.4.226.

[28] Mamatzakis, E. C., & Staikouras, C. (2020). Testing for the effects of credit crunch on agriculture investment in the EU. Bulletin of Economic Research, 72(4), 434-450. doi: https://doi.org/10.1111/boer.12229.

[29] Naceur, S. B., Marton, K., & Roulet, C. (2018). Basel III and bank-lending: Evidence from the United States and Europe. Journal of Financial Stability, 39, 1-27. doi: https://doi.org/10.1016/j.jfs.2018.08.002.

[30] Neumayer, E., & Plümper, T. (2017). Robustness tests for quantitative research. Cambridge University Press.

[31] Pessarossi, P., & Weill, L. (2015). Do capital requirements affect cost efficiency? Evidence from China. Journal of Financial Stability, 19, 119-127. doi: https://doi.org/10.1016/j.jfs.2014.11.002.

[32] Rosenbaum, P. R. (1995). Overt bias in observational studies. In: Rosenbaum, P. R., Observational studies (pp. 59-86). Springer. doi: https://doi.org/10.1007/978-1-4757- 2443-1_3.

[33] Safuan, S., Sugandi, E. A., Habibullah, M. S., & James, G. A. (2024). Analyzing monetary policies and bank credit in Indonesia’s provincial clusters amidst COVID-19 pandemic. Journal of the Asia Pacific Economy, 29(4), 1785- 1833. doi: https://doi.org/10.1080/13547860.2024.2356338.

[34] Van den Heuvel, S. J. (2002). The bank capital channel of monetary policy. mimeo, 2013-14. The Wharton School, University of Pennsylvania.

[35] Yao, S., Luo, D., & Morgan, S. (2010). Impact of the US credit crunch and housing market crisis on China. Journal of Contemporary China, 19(64), 401-417. doi: https://doi.org/10.1080/10670560903444355.

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